Last updated: 2020-10-23
Checks: 2 0
Knit directory: mr_mash_test/
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Untracked: scripts/mvreg_all_genes_prior_GTExrealX_indepV_sharedB_3causalrespr10_lowPVE_pipeline.sbatch
Untracked: scripts/mvreg_all_genes_prior_GTExrealX_indepV_sharedB_r10_lowPVE_pipeline.sbatch
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This website includes analyses to assess the performance of mr.mash.
Results for meeting on 03/30/2020.
Results for meeting on 04/16/2020. Assessment of prediction accuracy and run time of mr.mash with different options in the following simulation scenarios:
Results for meeting on 04/30/2020. Assessment of prediction accuracy and run time of mr.mash with different options in the following simulation scenarios:
Results for meeting on 05/27/2020. Assessment of prediction accuracy and run time of mr.mash with different options against the multivariate versions of LASSO, Elastic Net, and Ridge regression in the following simulation scenarios:
Results for meeting on 09/29/2020. Assessment of prediction accuracy and run time of mr.mash with different prior specifications against the multivariate versions of LASSO, Elastic Net, and Ridge regression in GTEx-like scenarios:
Results for meeting on 10/23/2020. Assessment of prediction accuracy and run time of mr.mash with different prior specifications against the multivariate version of LASSO, UTMOST, and univariate Elastic Net in simulations based on GTEx v8 genotypes:
Other investigations: